kmeans

index.html

@@ -278,7 +278,7 @@ div#notebook {
 </div>
 <div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<h2 id="Chapter-3:-Unsupervised-Classification">Chapter 3: Unsupervised Classification<a class="anchor-link" href="#Chapter-3:-Unsupervised-Classification">&#182;</a></h2>
+<h2 id="Chapter-3:-Classification">Chapter 3: Classification<a class="anchor-link" href="#Chapter-3:-Classification">&#182;</a></h2>
 </div>
 </div>
 </div>
@@ -291,7 +291,7 @@ div#notebook {
 <li><a href="basic_supervised_classification.html">Basic Supervised Classification</a> (<a href="basic_supervised_classification.ipynb">ipynb</a>)</li>
 <li><a href="knn.html">K-Nearest Neighbor Classification</a> (<a href="knn.ipynb">ipynb</a>)</li>
 <li><a href="knn_instrument_classification.html">Exercise: K-Nearest Neighbor Instrument Classification</a> (<a href="knn_instrument_classification.ipynb">ipynb</a>)</li>
-<li><a href="notebooks/kmeans.ipynb">K-Means Clustering</a></li>
+<li><a href="kmeans.html">K-Means Clustering</a> (<a href="kmeans.ipynb">ipynb</a>)</li>
 <li><a href="exercises/kmeans_instrument_classification.ipynb">Exercise: Unsupervised Instrument Classification using K-Means</a></li>
 </ol>
 

index.ipynb

@@ -70,7 +70,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Chapter 3: Unsupervised Classification"
+    "## Chapter 3: Classification"
    ]
   },
   {
@@ -80,7 +80,7 @@
     "1.  [Basic Supervised Classification](basic_supervised_classification.html) ([ipynb](basic_supervised_classification.ipynb))\n",
     "1.  [K-Nearest Neighbor Classification](knn.html) ([ipynb](knn.ipynb))\n",
     "1.  [Exercise: K-Nearest Neighbor Instrument Classification](knn_instrument_classification.html) ([ipynb](knn_instrument_classification.ipynb))\n",
-    "1.  [K-Means Clustering](notebooks/kmeans.ipynb)\n",
+    "1.  [K-Means Clustering](kmeans.html) ([ipynb](kmeans.ipynb))\n",
     "1.  [Exercise: Unsupervised Instrument Classification using K-Means](exercises/kmeans_instrument_classification.ipynb)"
    ]
   },